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动态血管成像应用于主动式乳房热成像技术。

Dynamic Vascular Imaging Using Active Breast Thermography.

机构信息

MCM Research Laurel, 134 Cholul YU, Merida 97305, Mexico.

Mercy Radiology Group, Dignity Health Advanced Imaging, Sacramento, CA 95817, USA.

出版信息

Sensors (Basel). 2023 Mar 10;23(6):3012. doi: 10.3390/s23063012.


DOI:10.3390/s23063012
PMID:36991723
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10057499/
Abstract

Mammography is considered the gold standard for breast cancer screening and diagnostic imaging; however, there is an unmet clinical need for complementary methods to detect lesions not characterized by mammography. Far-infrared 'thermogram' breast imaging can map the skin temperature, and signal inversion with components analysis can be used to identify the mechanisms of thermal image generation of the vasculature using dynamic thermal data. This work focuses on using dynamic infrared breast imaging to identify the thermal response of the stationary vascular system and the physiologic vascular response to a temperature stimulus affected by vasomodulation. The recorded data are analyzed by converting the diffusive heat propagation into a virtual wave and identifying the reflection using component analysis. Clear images of passive thermal reflection and thermal response to vasomodulation were obtained. In our limited data, the magnitude of vasoconstriction appears to depend on the presence of cancer. The authors propose future studies with supporting diagnostic and clinical data that may provide validation of the proposed paradigm.

摘要

乳腺 X 线摄影被认为是乳腺癌筛查和诊断成像的金标准;然而,临床上需要补充方法来检测不以乳腺 X 线摄影为特征的病变。远红外“热图”乳房成像可以绘制皮肤温度图,并且可以使用成分分析对信号反转进行分析,以使用动态热数据来识别血管热图像生成的机制。这项工作侧重于使用动态红外乳房成像来识别静止血管系统的热响应以及受血管调节影响的温度刺激的生理血管响应。通过将扩散热传播转换为虚拟波并使用成分分析识别反射,对记录的数据进行分析。获得了被动热反射和对血管调节的热反应的清晰图像。在我们有限的数据中,血管收缩的程度似乎取决于癌症的存在。作者提出了未来的研究,包括支持性诊断和临床数据,这可能为所提出的范例提供验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/4f64774ee12b/sensors-23-03012-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/6c9008c1126f/sensors-23-03012-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/e836e723a01c/sensors-23-03012-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/1cde28953e65/sensors-23-03012-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/7eee4aaba65a/sensors-23-03012-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/aa4569e3777f/sensors-23-03012-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/79eb5184581b/sensors-23-03012-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/ab210a4701e8/sensors-23-03012-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/a80cf37b9d61/sensors-23-03012-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/4f64774ee12b/sensors-23-03012-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/6c9008c1126f/sensors-23-03012-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/e836e723a01c/sensors-23-03012-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/1cde28953e65/sensors-23-03012-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/7eee4aaba65a/sensors-23-03012-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/aa4569e3777f/sensors-23-03012-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/79eb5184581b/sensors-23-03012-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/ab210a4701e8/sensors-23-03012-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/a80cf37b9d61/sensors-23-03012-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafb/10057499/4f64774ee12b/sensors-23-03012-g009.jpg

相似文献

[1]
Dynamic Vascular Imaging Using Active Breast Thermography.

Sensors (Basel). 2023-3-10

[2]
Applicability of active infrared thermography for screening of human breast: a numerical study.

J Biomed Opt. 2018-3

[3]
Thermal analysis of a three-dimensional breast model with embedded tumour using the transmission line matrix (TLM) method.

Comput Biol Med. 2011-1-11

[4]
Modeling static and dynamic thermography of the human breast under elastic deformation.

Phys Med Biol. 2010-12-9

[5]
Thermal Imaging - An Emerging Modality for Breast Cancer Detection: A Comprehensive Review.

J Med Syst. 2020-7-1

[6]
Thermal Imaging Techniques for Breast Screening - A Survey.

Curr Med Imaging. 2020

[7]
Potentialities of steady-state and transient thermography in breast tumour depth detection: A numerical study.

Comput Methods Programs Biomed. 2015-9-25

[8]
Thermal distribution analysis of three-dimensional tumor-embedded breast models with different breast density compositions.

Med Biol Eng Comput. 2016-9

[9]
Breast cancer diagnosis using thermography and convolutional neural networks.

Med Hypotheses. 2020-4

[10]
Vacuum contoured, liquid crystal, dynamic breast thermoangiography as an aid to mammography in the detection of breast cancer.

Clin Radiol. 1979-7

引用本文的文献

[1]
Why Do Radiologists Disown Breast Thermography? A Critical Review of Recent Studies and Recommendations.

Cancers (Basel). 2025-6-29

[2]
The Use of Hybrid CNN-RNN Deep Learning Models to Discriminate Tumor Tissue in Dynamic Breast Thermography.

J Imaging. 2024-12-21

本文引用的文献

[1]
Quality analysis of a breast thermal images database.

Health Informatics J. 2023

[2]
Comparison of the Thermal Reaction of Patients after Conserving Procedures and after Mastectomy to the Radiation Dose Obtained during Radiotherapy.

Int J Environ Res Public Health. 2022-12-1

[3]
Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging.

Cancers (Basel). 2022-5-27

[4]
More Than Meets the Eye Regarding Cancer Metabolism.

Int J Mol Sci. 2021-9-1

[5]
Detecting Vasodilation as Potential Diagnostic Biomarker in Breast Cancer Using Deep Learning-Driven Thermomics.

Biosensors (Basel). 2020-10-31

[6]
Determining the thermal characteristics of breast cancer based on high-resolution infrared imaging, 3D breast scans, and magnetic resonance imaging.

Sci Rep. 2020-6-22

[7]
Breast cancer early detection: A phased approach to implementation.

Cancer. 2020-5-15

[8]
Medical applications of infrared thermography: A review.

Infrared Phys Technol. 2012-7

[9]
Tumor angiogenesis: causes, consequences, challenges and opportunities.

Cell Mol Life Sci. 2019-11-6

[10]
Does three-dimensional functional infrared imaging improve breast cancer detection based on digital mammography in women with dense breasts?

Eur Radiol. 2019-5-21

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